基于多数据融合深度网络的甲状腺肿瘤精准诊断

91959108
2019
F0213.生物信息计算与数字健康
沈琳琳
重大研究计划
教授
深圳大学
73万元
深度学习;人工智能;特征融合;语义特征;甲状腺肿瘤
2020-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression 会议论文 Jinheng Xie;Jun Wan;Linlin Shen;Zhihui Lai
2 HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation 会议论文 Saqib Qamar;Parvez Ahmad;Linlin Shen
3 Deep learning based neuronal soma detection and counting for Alzheimer's disease analysis 期刊论文 Qiufu Li;Yu Zhang;Hanbang Liang;Hui Gong;Liang Jiang;Qiong Liu;Linlin Shen
4 PointFace: Point Cloud Encoder Based Feature Embedding for 3D Face Recognition 期刊论文 Changyuan Jiang;Shisong Lin;Wei Chen;Feng Liu;Linlin Shen
5 Gated SwitchGAN for Multi-Domain Facial Image Translation 期刊论文 Xiaokang Zhang;Yuanlue Zhu;Wenting Chen;Wenshuang Liu;Linlin Shen
6 2020年度全球前2%顶尖科学家 World's Top 2% Scientists 2021 奖励 Linlin Shen(沈琳琳)
7 Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation 会议论文 Shao Zilong;Song Siyang;Jaiswal Shashank;Shen Linlin;Valstar Michel
8 Imperceptible adversarial attack with entropy feature and segmentation-based constraint 会议论文 Rongdong Li;Qinliang Lin;Yinglong Fu;Weicheng Xie;Linlin Shen
9 TW-GAN: Topology and Width Aware GAN for Retinal Artery/Vein Classification 期刊论文 Wenting Chen;Shuang Yu;Kai Ma;Wei Ji;Cheng Bian;Chunyan Chu;Linlin Shen;Yalin Zheng
10 High Quality Facial Data Synthesis and Fusion for 3D Low-quality Face Recognition 会议论文 Shisong Lin;Changyuan Jiang;Feng Liu;Linlin Shen
11 Augmented Feature Representation with Parallel Convolution for Cross-domain Facial Expression Recognition 会议论文 Fan Yang;Weicheng Xie;Tao Zhong;Jingyu Hu;Linlin Shen
12 A Coarse Feature Reuse Deep Neural Network for CXR Lesion Detection 会议论文 Xinquan Yang;Xuechen Li;Linlin Shen;Min Cao;Changen Zhou
13 One-Class Face Anti-spoofing Based on Attention Auto-encoder 会议论文 Xiaobin Huang;Jingtian Xia;Linlin Shen
14 Dense Encoder-Decoder–Based Architecture for Skin Lesion Segmentation 期刊论文 Saqib Qamar;Parvez Ahmad;Linlin Shen
15 GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing 期刊论文 Xianxu Hou;Xiaokang Zhang;Linlin Shen;Zhihui Lai;Jun Wan
16 Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis 期刊论文 Yating Huang;Xuechen Li;Siting Zheng;Zhongliang Li;Sihan Li;Linlin Shen;Changen Zhou;Zhihui Lai
17 Memristive Fuzzy Deep Learning Systems 期刊论文 Yang Zhang;Menglin Cui;Linlin Shen;Zhigang Zeng
18 Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles 会议论文 Bo Huang;Zhiwei Ke;Yi Wang;Wei Wang;Linlin Shen;Feng Liu
19 Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization 会议论文 Jinheng Xie;Cheng Luo;Xiangping Zhu;Ziqi Jin;Weizeng Lu;Linlin Shen
20 GazeFlow: Gaze Redirection with Normalizing Flows 会议论文 Yong Wu;Hanbang Liang;Xianxu Hou;LinLin Shen
21 Sample Hardness Based Gradient Loss for Long-Tailed Cervical Cell Detection 会议论文 Minmin Liu;Xuechen Li;Xiangbo Gao;Junliang Chen;Linlin Shen;Huisi Wu
22 Neuron segmentation using 3D wavelet integrated encoder–decoder network 期刊论文 Qiufu Li;Linlin Shen
23 RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer 会议论文 Jianfeng Xiang;Junliang Chen;Wenshuang Liu;Xianxu Hou;Linlin Shen
24 Translate the Facial Regions You Like Using Self-Adaptive Region Translation 会议论文 Liu Wenshuang;Chen Wenting;Yang Zhanjia;Shen Linlin
25 C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation 会议论文 Jinheng Xie;Jianfeng Xiang;Junliang Chen;Xianxu Hou;Xiaodong Zhao;Linlin Shen
26 Spectral Representation of Behaviour Primitives for Depression Analysis 期刊论文 Siyang Song;Shashank Jaiswal;Linlin Shen;Michael Valstar
27 Self-attention based Text Knowledge Mining for Text Detection 会议论文 Wan Qi;Ji Haoqin;Shen Linlin
28 Elsevier 2021 中国高被引学者 奖励 沈琳琳
29 Elsevier 2020 中国高被引学者 奖励 沈琳琳
30 Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays 会议论文 Haoqin Ji;Haozhe Liu;Yuexiang Li;Jinheng Xie;Nanjun He;Yawen Huang;Dong Wei;Xinrong Chen;Linlin Shen;Yefeng Zheng
31 OP-convNet: A Patch Classification-Based Framework for CT Vertebrae Segmentation 期刊论文 Syed Furqan Qadri;Linlin Shen;Mubashir Ahmad;Salman Qadri;Syeda Shamaila Zareen;Salabat Khan
32 人脸妆容迁移方法、设备及计算机可读存储介质 专利 沈琳琳
33 A Novel Multi-layered Minutiae Extractor Based on OCT Fingerprints 会议论文 Wenfeng Zeng;Wentian Zhang;Feng Liu;Xu Tan;Qin Li
34 Contrastive learning-based Adenoid Hypertrophy Grading Network Using Nasoendoscopic Image 会议论文 Siting Zheng;Xuechen Li;Mingmin Bi;Yuxuan Wang;Haiyan Liu;Xiaoshan Feng;Yunping Fan;Linlin Shen
35 MS UNet: Multi-scale 3D UNet for Brain Tumor Segmentation 会议论文 Parvez Ahmad;Saqib Qamar;Linlin Shen;Syed Qasim Afser Rizvi;Aamir Ali;Girija Chetty
36 Effective Presentation Attack Detection Driven by Face Related Task 会议论文 Wentian Zhang;Haozhe Liu;Feng Liu;Raghavendra Ramachandra;Christoph Busch
37 Group-Wise Inhibition Based Feature Regularization for Robust Classification 会议论文 Haozhe Liu;Haoqian Wu;Linlin Shen;Feng Liu;Linlin Shen
38 Selective Multi-scale Learning for Object Detection 会议论文 Junliang Chen;Weizeng Lu;Linlin Shen
39 A self-supervised feature-standardization-block for cross-domain lung disease classification 期刊论文 Xuechen Li;Linlin Shen;Zhihui Lai;Zhongliang Li;Juan Yu;Zuhui Pu;Lisha Mou;Min Cao;Heng Kong;Yingqi Li;Weicai Dai
40 Orthogonalization-Guided Feature Fusion Network for Multimodal 2D+3D Facial Expression Recognition 期刊论文 Shisong Lin;Mengchao Bai;Feng Liu;Linlin Shen;Zhou Yicong
41 MI2GAN: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information Constraint 会议论文 Xie Xinpeng;Chen Jiawei;Li Yuexiang;Shen Linlin;Ma Kai;Zheng Yefeng
42 2022年度终身科学影响力全球前2% 奖励 沈琳琳
43 2021年度全球前2%顶尖科学家 World's Top 2% Scientists 2022 奖励 沈琳琳
44 Automated tumor proportion score analysis for PD‑L1 (22C3) expression in lung squamous cell carcinoma 期刊论文 Jingxin Liu;Qiang Zheng;Xiao Mu;Yanfei Zuo;Bo Xu;Yan Jin;Yue Wang;Hua Tian;Yongguo Yang;Qianqian Xue;Ziling Huang;Lijun Chen;Bin Gu;Xianxu Hou;Linlin Shen;Yan Guo;Yuan Li
45 Multi-scale Attention-Based Feature Pyramid Networks for Object Detection 会议论文 Xiaodong Zhao;Junliang Chen;Minmin Liu;Kai Ye;Linlin Shen
46 Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain adaption 会议论文 Xie Xinpeng;Chen Jiawei;Li Yuexiang;Shen Linlin;Ma Kai;Zheng Yefeng
47 WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation 会议论文 Qiufu Li;Linlin Shen
48 RamFace: Race Adaptive Margin Based Face Recognition for Racial Bias Mitigation 会议论文 Zhanjia Yang;Xiangping Zhu;Changyuan Jiang;Wenshuang Liu;Linlin Shen
49 Content and Gradient Model-driven Deep Network for Single Image Reflection Removal 会议论文 Ya-Nan Zhang;Linlin Shen;Qiufu Li
50 Canonical Correlation Analysis With Low-Rank Learning for Image Representation 期刊论文 Yuwu Lu;Wenjing Wang;Biqing Zeng;Zhihui Lai;Linlin Shen;Xuelong Li
51 Talk2Face: A Unified Sequence-based Framework for Diverse Face Generation and Analysis Tasks 会议论文 Yudong Li;Xianxu Hou;Zhe Zhao;Linlin Shen;Xuefeng Yang;Kimmo Yan
52 Scene Consistency Representation Learning for Video Scene Segmentation 会议论文 Haoqian Wu;Keyu Chen;Yanan Luo;Ruizhi Qiao;Bo Ren;Haozhe Liu;Weicheng Xie;Linlin Shen
53 Elsevier 2019 中国高被引学者 奖励 沈琳琳
54 2021 IAPR Best Biometrics Student Paper Award(国际模式识别协会最佳生物特征识别学生论文) 奖励 Changyuan Jiang;Shisong Lin;Wei Chen;Feng Liu;Linlin Shen
55 WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification 期刊论文 Qiufu Li;Linlin Shen;Sheng Guo;Zhihui Lai
56 Robust and high-security fingerprint recognition system using optical coherence tomography 期刊论文 Liu Feng;Liu Guojie;Zhao Qijun;Shen Linlin
57 Fingerprint Presentation Attack Detector Using Global-Local Model 期刊论文 Haozhe Liu;Wentian Zhang;Feng Liu;Haoqian Wu;Linlin Shen
58 Geometry constrained weakly supervised object localization 会议论文 Lu Weizeng;Jia Xi;Xie Weicheng;Shen Linlin;Zhou Yicong;Duan Jinming
59 Instance-aware Self-supervised Learning for Nuclei Segmentation 会议论文 Xie Xinpeng;Chen Jiawei;Li Yuexiang;Shen Linlin;Ma Kai;Zheng Yefeng
60 PointFace: Point Set Based Feature Learning for 3D Face Recognition 会议论文 Changyuan Jiang;Shisong Lin;Wei Chen;Feng Liu;Linlin Shen
61 Lifelong Age Transformation with a Deep Generative Prior 期刊论文 Xianxu Hou;Xiaokang Zhang;Hanbang Liang;Linlin Shen;Zhong Ming
62 Boundary regression-based reep neural network for thyroid nodule segmentation in ultrasound images 期刊论文 Zhihao Jin;Xuechen Li;Yudi Zhang;Linlin Shen;Zhihui Lai;Heng Kong
63 Learning a Model-Driven Variational Network for Deformable Image Registration 期刊论文 Xi Jia;Alexander Thorley;Huaqi Qiu;Linlin Shen;Hyung Jin Chang;Ales;Leonardis;Antonio de Marvao;Declan P. O’Regan;Daniel Rueckert;Jinming Duan
64 TextFace: Text-to-Style Mapping based Face Generation and Maniupulation 期刊论文 Xianxu Hou;Xiaokang Zhang;Yudong Li;Linlin Shen
65 Fingerprint Presentation Attack Detection by Channel-wise Feature Denoising 期刊论文 Feng Liu;Zhe Kong;Haozhe Liu;Wentian Zhang;Linlin Shen
66 Reasonable object detection guided by knowledge of global context and category relationship 期刊论文 Haoqin Ji;Kai Ye;Qi Wan;Linlin Shen
67 TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classication 会议论文 Chen Wenting;Yu Shuang;Wu Junde;Ma Kai;Bian Cheng;Chu Chunyan;Shen Linlin;Zheng Yefeng
68 Multi-layered Minutiae Extraction based on Fusion-Attention for OCT Fingerprints 期刊论文 Feng Liu;Wenfeng Zeng;Wentian Zhang;Lei Wang;Jun Cheng;Zhihui Lai
69 Context Aware 3D UNet for Brain Tumor Segmentation 会议论文 Parvez Ahmad;Saqib Qamar;Linlin Shen;Adnan Saeed
70 Finger Vein Verification using Intrinsic and Extrinsic Features 会议论文 Lin Liying;Haozhe Liu;Wentian Zhang;Feng Liu;Lai Zhihui
71 Wavelet Integrated CNNs for Noise-Robust Image Classification 会议论文 Li Qiufu;Shen Linlin;Guo Sheng;Lai Zhihui
72 A Novel High-Resolution Fingerprint Representation Method 期刊论文 Feng Liu;Guojie Liu;Wentian Zhang;Lei Wang;Linlin Shen
73 SSFlow: Style-guided Neural Spline Flows for Face Image Manipulation 会议论文 Hanbang Liang;Xianxu Hou;Linlin Shen
74 Fingerprint Presentation Attack Detection by Learning in Frequency Domain 会议论文 Wentian Zhang;Haozhe Liu;Feng Liu
75 One-Class Fingerprint Presentation Attack Detection Using Auto-Encoder Network 期刊论文 Liu Feng;Liu Haozhe;Zhang Wentian;Liu Guojie;Shen Linlin
76 Self-supervised Learning of Person-specific Facial Dynamics for Automatic Personality Recognition 期刊论文 Siyang Song;Shashank Jaiswal;Enrique Sanchez;Georgios Tzimiropoulos;Linlin Shen;Michel Valstar
77 SVseg: Stacked Sparse Autoencoder-Based Patch Classification Modeling for Vertebrae Segmentation 期刊论文 Salman Qadri;Linlin Shen;Mubashir Ahmad;Syed Furqan Qadri;Syeda Shamaila Zareen;Muhammad Azeem Akbar
78 Weakly Supervised Pedestrian Segmentation for Person Re-Identification 期刊论文 Ziqi Jin;Jinheng Xie;Bizhu Wu;Linlin Shen
79 Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity 会议论文 Cheng Luo;Qinliang Lin;Weicheng Xie;Bizhu Wu;Jinheng Xie;Linlin Shen
80 鹏城学者 奖励 沈琳琳
81 A Contrastive Learning-based PPC-UNet for Colorectal Histopathology Whole Slide Image Segmentation 会议论文 Yuxuan Wang;Xuechen Li;Jingxin Liu;Linlin Shen;Kunming Sun;Suying Wang
82 CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation 会议论文 Jinheng Xie;Xianxu Hou;Kai Ye;Linlin Shen
83 A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images 会议论文 Wentian Zhang;Xu Sun;Yuexiang Li;Haozhe Liu;Nanjun He;Feng Liu;Yefeng Zheng
84 人脸信息处理方法、设备及计算机可读存储介质 专利 沈琳琳
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